Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 4589 |
| Missing cells | 12850 |
| Missing cells (%) | 18.7% |
| Total size in memory | 2.6 MiB |
| Average record size in memory | 599.0 B |
Variable types
| Numeric | 5 |
|---|---|
| Text | 10 |
Dataset
| Description | Yield Gap Survey data |
|---|---|
| URL | https://github.com/adamavip/EiA/blob/e12c88f50b4947050a8583d3d5140d083de0bfae/input/%23-master-hh-file.csv |
| Copyright | (c) CIMMYT 2023 |
machinery_cropmgt_types has 3172 (69.1%) missing values | Missing |
machinery_cropmgt_access has 3172 (69.1%) missing values | Missing |
machinery_cropmgt_constraint has 1428 (31.1%) missing values | Missing |
constraint_fertilizers has 559 (12.2%) missing values | Missing |
constraint_organic_inputs has 4385 (95.6%) missing values | Missing |
count_infants has 3271 (71.3%) zeros | Zeros |
count_children_2_4 has 2975 (64.8%) zeros | Zeros |
count_children_5_14 has 1379 (30.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-16 20:54:23.819104 |
|---|---|
| Analysis finished | 2023-10-16 20:54:24.686162 |
| Duration | 0.87 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
count_infants
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3246016154 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 3271 |
| Zeros (%) | 71.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5776623192 |
|---|---|
| Coefficient of variation (CV) | 1.779603957 |
| Kurtosis | 14.88415695 |
| Mean | 0.3246016154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.635838364 |
| Sum | 1487 |
| Variance | 0.333693755 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 1178 | 25.7% |
| 2 | 109 | 2.4% |
| 3 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| 5 | 3 | 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3271 | |
| 1 | 1178 | 25.7% |
| 2 | 109 | 2.4% |
| 3 | 12 | 0.3% |
| 4 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 3 | 0.1% |
| 4 | 5 | |
| 3 | 12 |
count_children_2_4
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4171578258 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 2975 |
| Zeros (%) | 64.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6362093313 |
|---|---|
| Coefficient of variation (CV) | 1.525104629 |
| Kurtosis | 4.247665436 |
| Mean | 0.4171578258 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.691793613 |
| Sum | 1911 |
| Variance | 0.4047623133 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 2975 | |
| 1 | 1350 | |
| 2 | 219 | 4.8% |
| 3 | 28 | 0.6% |
| 4 | 7 | 0.2% |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2975 | |
| 1 | 1350 | |
| 2 | 219 | 4.8% |
| 3 | 28 | 0.6% |
| 4 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 7 | 0.2% |
| 3 | 28 | 0.6% |
| 2 | 219 |
count_children_5_14
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.336826021 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 1379 |
| Zeros (%) | 30.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.234977631 |
|---|---|
| Coefficient of variation (CV) | 0.9238132801 |
| Kurtosis | 1.915033908 |
| Mean | 1.336826021 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.051094114 |
| Sum | 6124 |
| Variance | 1.525169749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 1379 | |
| 1 | 1335 | |
| 2 | 1167 | |
| 3 | 464 | 10.1% |
| 4 | 159 | 3.5% |
| 5 | 55 | 1.2% |
| 6 | 10 | 0.2% |
| 7 | 7 | 0.2% |
| 9 | 3 | 0.1% |
| 8 | 2 | < 0.1% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1379 | |
| 1 | 1335 | |
| 2 | 1167 | |
| 3 | 464 | 10.1% |
| 4 | 159 | 3.5% |
| Value | Count | Frequency (%) |
| 9 | 3 | 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 7 | 0.2% |
| 6 | 10 | 0.2% |
| 5 | 55 |
count_adults
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.261078367 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.462019172 |
|---|---|
| Coefficient of variation (CV) | 0.4483238388 |
| Kurtosis | 0.8282035906 |
| Mean | 3.261078367 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9598958962 |
| Sum | 14939 |
| Variance | 2.13750006 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2 | 1624 | |
| 3 | 1051 | |
| 4 | 856 | |
| 5 | 517 | 11.3% |
| 6 | 228 | 5.0% |
| 1 | 171 | 3.7% |
| 7 | 77 | 1.7% |
| 8 | 35 | 0.8% |
| 9 | 19 | 0.4% |
| 0 | 3 | 0.1% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 1 | 171 | 3.7% |
| 2 | 1624 | |
| 3 | 1051 | |
| 4 | 856 |
| Value | Count | Frequency (%) |
| 9 | 19 | 0.4% |
| 8 | 35 | 0.8% |
| 7 | 77 | 1.7% |
| 6 | 228 | |
| 5 | 517 |
methods_landprep
Text
| Distinct | 80 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Memory size | 307.8 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 9 |
| Mean length | 11.72888016 |
| Min length | 3 |
Characters and Unicode
| Total characters | 53730 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | oxen_pair |
|---|---|
| 2nd row | oxen_pair |
| 3rd row | hoe oxen_pair |
| 4th row | hoe oxen_pair |
| 5th row | oxen_pair |
| Value | Count | Frequency (%) |
| oxen_pair | 3676 | |
| motorized | 796 | 13.3% |
| hoe | 783 | 13.1% |
| oxen_pair_neighbour | 404 | 6.8% |
| ox_cow | 90 | 1.5% |
| other | 50 | 0.8% |
| donkey | 50 | 0.8% |
| mechanical | 46 | 0.8% |
| ox_horse | 39 | 0.7% |
| ox_donkey | 17 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 7263 | |
| e | 6277 | |
| r | 5381 | |
| i | 5326 | |
| _ | 4630 | |
| n | 4597 | |
| x | 4226 | |
| a | 4172 | |
| p | 4080 | |
| 1382 | 2.6% | |
| Other values (14) | 6396 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 47718 | |
| Connector Punctuation | 4630 | 8.6% |
| Space Separator | 1382 | 2.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 7263 | |
| e | 6277 | |
| r | 5381 | |
| i | 5326 | |
| n | 4597 | |
| x | 4226 | |
| a | 4172 | |
| p | 4080 | |
| h | 1334 | 2.8% |
| d | 863 | 1.8% |
| Other values (12) | 4199 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4630 |
Space Separator
| Value | Count | Frequency (%) |
| 1382 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47718 | |
| Common | 6012 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 7263 | |
| e | 6277 | |
| r | 5381 | |
| i | 5326 | |
| n | 4597 | |
| x | 4226 | |
| a | 4172 | |
| p | 4080 | |
| h | 1334 | 2.8% |
| d | 863 | 1.8% |
| Other values (12) | 4199 |
Common
| Value | Count | Frequency (%) |
| _ | 4630 | |
| 1382 | 23.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53730 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 7263 | |
| e | 6277 | |
| r | 5381 | |
| i | 5326 | |
| _ | 4630 | |
| n | 4597 | |
| x | 4226 | |
| a | 4172 | |
| p | 4080 | |
| 1382 | 2.6% | |
| Other values (14) | 6396 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Memory size | 265.7 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 2 |
| Mean length | 2.313905261 |
| Min length | 2 |
Characters and Unicode
| Total characters | 10600 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | No |
| Value | Count | Frequency (%) |
| no | 3161 | |
| yes | 1417 | |
| no_answer | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3164 | |
| N | 3161 | |
| e | 1420 | |
| s | 1420 | |
| Y | 1417 | |
| n | 6 | 0.1% |
| _ | 3 | < 0.1% |
| a | 3 | < 0.1% |
| w | 3 | < 0.1% |
| r | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6019 | |
| Uppercase Letter | 4578 | |
| Connector Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3164 | |
| e | 1420 | |
| s | 1420 | |
| n | 6 | 0.1% |
| a | 3 | < 0.1% |
| w | 3 | < 0.1% |
| r | 3 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 3161 | |
| Y | 1417 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10597 | |
| Common | 3 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3164 | |
| N | 3161 | |
| e | 1420 | |
| s | 1420 | |
| Y | 1417 | |
| n | 6 | 0.1% |
| a | 3 | < 0.1% |
| w | 3 | < 0.1% |
| r | 3 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| _ | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3164 | |
| N | 3161 | |
| e | 1420 | |
| s | 1420 | |
| Y | 1417 | |
| n | 6 | 0.1% |
| _ | 3 | < 0.1% |
| a | 3 | < 0.1% |
| w | 3 | < 0.1% |
| r | 3 | < 0.1% |
MISSING
| Distinct | 58 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 3172 |
| Missing (%) | 69.1% |
| Memory size | 191.5 KiB |
Length
| Max length | 34 |
|---|---|
| Median length | 28 |
| Mean length | 9.649258998 |
| Min length | 5 |
Characters and Unicode
| Total characters | 13673 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | sprayer |
|---|---|
| 2nd row | sprayer |
| 3rd row | sprayer |
| 4th row | sprayer |
| 5th row | sprayer |
| Value | Count | Frequency (%) |
| sprayer | 899 | |
| combiner | 738 | |
| other | 41 | 2.3% |
| row_planter | 35 | 1.9% |
| weeder | 33 | 1.8% |
| drill | 26 | 1.4% |
| reaper | 25 | 1.4% |
| ripper | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2764 | |
| e | 1866 | |
| p | 967 | 7.1% |
| a | 959 | 7.0% |
| s | 899 | 6.6% |
| y | 899 | 6.6% |
| o | 814 | 6.0% |
| n | 773 | 5.7% |
| i | 768 | 5.6% |
| b | 738 | 5.4% |
| Other values (10) | 2226 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12650 | |
| Uppercase Letter | 604 | 4.4% |
| Space Separator | 384 | 2.8% |
| Connector Punctuation | 35 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2764 | |
| e | 1866 | |
| p | 967 | 7.6% |
| a | 959 | 7.6% |
| s | 899 | 7.1% |
| y | 899 | 7.1% |
| o | 814 | 6.4% |
| n | 773 | 6.1% |
| i | 768 | 6.1% |
| b | 738 | 5.8% |
| Other values (7) | 1203 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 604 |
Space Separator
| Value | Count | Frequency (%) |
| 384 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13254 | |
| Common | 419 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 2764 | |
| e | 1866 | |
| p | 967 | 7.3% |
| a | 959 | 7.2% |
| s | 899 | 6.8% |
| y | 899 | 6.8% |
| o | 814 | 6.1% |
| n | 773 | 5.8% |
| i | 768 | 5.8% |
| b | 738 | 5.6% |
| Other values (8) | 1807 |
Common
| Value | Count | Frequency (%) |
| 384 | ||
| _ | 35 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13673 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 2764 | |
| e | 1866 | |
| p | 967 | 7.1% |
| a | 959 | 7.0% |
| s | 899 | 6.6% |
| y | 899 | 6.6% |
| o | 814 | 6.0% |
| n | 773 | 5.7% |
| i | 768 | 5.6% |
| b | 738 | 5.4% |
| Other values (10) | 2226 |
MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 3172 |
| Missing (%) | 69.1% |
| Memory size | 184.2 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 4 |
| Mean length | 4.369089626 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6191 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Own |
|---|---|
| 2nd row | Own |
| 3rd row | Own |
| 4th row | Own |
| 5th row | Own |
| Value | Count | Frequency (%) |
| rent | 920 | |
| own | 546 | |
| borrow | 110 | 6.9% |
| other | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1466 | |
| e | 929 | |
| t | 929 | |
| R | 920 | |
| w | 656 | |
| O | 546 | 8.8% |
| o | 229 | 3.7% |
| r | 229 | 3.7% |
| 168 | 2.7% | |
| B | 110 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4447 | |
| Uppercase Letter | 1576 | 25.5% |
| Space Separator | 168 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1466 | |
| e | 929 | |
| t | 929 | |
| w | 656 | |
| o | 229 | 5.1% |
| r | 229 | 5.1% |
| h | 9 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 920 | |
| O | 546 | |
| B | 110 | 7.0% |
Space Separator
| Value | Count | Frequency (%) |
| 168 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6023 | |
| Common | 168 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1466 | |
| e | 929 | |
| t | 929 | |
| R | 920 | |
| w | 656 | |
| O | 546 | 9.1% |
| o | 229 | 3.8% |
| r | 229 | 3.8% |
| B | 110 | 1.8% |
| h | 9 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 168 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6191 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1466 | |
| e | 929 | |
| t | 929 | |
| R | 920 | |
| w | 656 | |
| O | 546 | 8.8% |
| o | 229 | 3.7% |
| r | 229 | 3.7% |
| 168 | 2.7% | |
| B | 110 | 1.8% |
machinery_cropmgt_constraint
Text
MISSING
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1428 |
| Missing (%) | 31.1% |
| Memory size | 276.1 KiB |
Length
| Max length | 53 |
|---|---|
| Median length | 17 |
| Mean length | 17.94337235 |
| Min length | 5 |
Characters and Unicode
| Total characters | 56719 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | availability_area |
|---|---|
| 2nd row | availability_area |
| 3rd row | availability_area expensive other |
| 4th row | availability_area other |
| 5th row | availability_area other |
| Value | Count | Frequency (%) |
| availability_area | 2458 | |
| expensive | 574 | 14.8% |
| availability_time | 347 | 8.9% |
| no_need | 325 | 8.4% |
| other | 175 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13331 | |
| i | 9336 | |
| l | 5610 | |
| e | 5352 | |
| v | 3379 | 6.0% |
| t | 3327 | 5.9% |
| _ | 3130 | 5.5% |
| b | 2805 | 4.9% |
| y | 2805 | 4.9% |
| r | 2633 | 4.6% |
| Other values (9) | 5011 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 52871 | |
| Connector Punctuation | 3130 | 5.5% |
| Space Separator | 718 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13331 | |
| i | 9336 | |
| l | 5610 | |
| e | 5352 | |
| v | 3379 | 6.4% |
| t | 3327 | 6.3% |
| b | 2805 | 5.3% |
| y | 2805 | 5.3% |
| r | 2633 | 5.0% |
| n | 1224 | 2.3% |
| Other values (7) | 3069 | 5.8% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3130 |
Space Separator
| Value | Count | Frequency (%) |
| 718 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52871 | |
| Common | 3848 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13331 | |
| i | 9336 | |
| l | 5610 | |
| e | 5352 | |
| v | 3379 | 6.4% |
| t | 3327 | 6.3% |
| b | 2805 | 5.3% |
| y | 2805 | 5.3% |
| r | 2633 | 5.0% |
| n | 1224 | 2.3% |
| Other values (7) | 3069 | 5.8% |
Common
| Value | Count | Frequency (%) |
| _ | 3130 | |
| 718 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56719 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 13331 | |
| i | 9336 | |
| l | 5610 | |
| e | 5352 | |
| v | 3379 | 6.0% |
| t | 3327 | 5.9% |
| _ | 3130 | 5.5% |
| b | 2805 | 4.9% |
| y | 2805 | 4.9% |
| r | 2633 | 4.6% |
| Other values (9) | 5011 | 8.8% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Memory size | 268.3 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 2.881248636 |
| Min length | 2 |
Characters and Unicode
| Total characters | 13199 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Yes |
|---|---|
| 2nd row | Yes |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | Yes |
| Value | Count | Frequency (%) |
| yes | 4030 | |
| no | 550 | 12.0% |
| no_answer | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4031 | |
| s | 4031 | |
| Y | 4030 | |
| o | 551 | 4.2% |
| N | 550 | 4.2% |
| n | 2 | < 0.1% |
| _ | 1 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8618 | |
| Uppercase Letter | 4580 | |
| Connector Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4031 | |
| s | 4031 | |
| o | 551 | 6.4% |
| n | 2 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 4030 | |
| N | 550 | 12.0% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13198 | |
| Common | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4031 | |
| s | 4031 | |
| Y | 4030 | |
| o | 551 | 4.2% |
| N | 550 | 4.2% |
| n | 2 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4031 | |
| s | 4031 | |
| Y | 4030 | |
| o | 551 | 4.2% |
| N | 550 | 4.2% |
| n | 2 | < 0.1% |
| _ | 1 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
MISSING
| Distinct | 119 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 559 |
| Missing (%) | 12.2% |
| Memory size | 319.3 KiB |
Length
| Max length | 48 |
|---|---|
| Median length | 44 |
| Mean length | 19.64987593 |
| Min length | 5 |
Characters and Unicode
| Total characters | 79189 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | expensive availability |
|---|---|
| 2nd row | expensive availability |
| 3rd row | expensive availability other |
| 4th row | availability expensive other |
| 5th row | expensive |
| Value | Count | Frequency (%) |
| expensive | 3796 | |
| availability | 2767 | |
| types | 447 | 5.7% |
| other | 287 | 3.7% |
| transport | 252 | 3.2% |
| far | 178 | 2.3% |
| no_constraint | 118 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 12215 | |
| e | 12122 | |
| a | 8849 | |
| v | 6563 | |
| l | 5534 | |
| s | 4613 | 5.8% |
| p | 4495 | 5.7% |
| n | 4402 | 5.6% |
| t | 4241 | 5.4% |
| 3815 | 4.8% | |
| Other values (9) | 12340 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 75256 | |
| Space Separator | 3815 | 4.8% |
| Connector Punctuation | 118 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 12215 | |
| e | 12122 | |
| a | 8849 | |
| v | 6563 | |
| l | 5534 | |
| s | 4613 | 6.1% |
| p | 4495 | 6.0% |
| n | 4402 | 5.8% |
| t | 4241 | 5.6% |
| x | 3796 | 5.0% |
| Other values (7) | 8426 |
Space Separator
| Value | Count | Frequency (%) |
| 3815 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 118 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 75256 | |
| Common | 3933 | 5.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 12215 | |
| e | 12122 | |
| a | 8849 | |
| v | 6563 | |
| l | 5534 | |
| s | 4613 | 6.1% |
| p | 4495 | 6.0% |
| n | 4402 | 5.8% |
| t | 4241 | 5.6% |
| x | 3796 | 5.0% |
| Other values (7) | 8426 |
Common
| Value | Count | Frequency (%) |
| 3815 | ||
| _ | 118 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79189 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 12215 | |
| e | 12122 | |
| a | 8849 | |
| v | 6563 | |
| l | 5534 | |
| s | 4613 | 5.8% |
| p | 4495 | 5.7% |
| n | 4402 | 5.6% |
| t | 4241 | 5.4% |
| 3815 | 4.8% | |
| Other values (9) | 12340 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Memory size | 264.5 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 2 |
| Mean length | 2.046059812 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9373 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | No |
| Value | Count | Frequency (%) |
| no | 4376 | |
| yes | 204 | 4.5% |
| no_answer | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4377 | |
| N | 4376 | |
| e | 205 | 2.2% |
| s | 205 | 2.2% |
| Y | 204 | 2.2% |
| n | 2 | < 0.1% |
| _ | 1 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4792 | |
| Uppercase Letter | 4580 | |
| Connector Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 4377 | |
| e | 205 | 4.3% |
| s | 205 | 4.3% |
| n | 2 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4376 | |
| Y | 204 | 4.5% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9372 | |
| Common | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 4377 | |
| N | 4376 | |
| e | 205 | 2.2% |
| s | 205 | 2.2% |
| Y | 204 | 2.2% |
| n | 2 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9373 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 4377 | |
| N | 4376 | |
| e | 205 | 2.2% |
| s | 205 | 2.2% |
| Y | 204 | 2.2% |
| n | 2 | < 0.1% |
| _ | 1 | < 0.1% |
| a | 1 | < 0.1% |
| w | 1 | < 0.1% |
| r | 1 | < 0.1% |
MISSING
| Distinct | 13 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 4385 |
| Missing (%) | 95.6% |
| Memory size | 151.0 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 13 |
| Mean length | 12.41176471 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2532 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | other transport |
|---|---|
| 2nd row | transport other |
| 3rd row | transport |
| 4th row | transport other |
| 5th row | transport other |
| Value | Count | Frequency (%) |
| no_constraint | 122 | |
| transport | 57 | |
| other | 38 | 15.8% |
| expensive | 23 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 446 | |
| t | 396 | |
| o | 339 | |
| r | 274 | |
| s | 202 | |
| a | 179 | |
| i | 145 | 5.7% |
| _ | 122 | 4.8% |
| c | 122 | 4.8% |
| e | 107 | 4.2% |
| Other values (5) | 200 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2374 | |
| Connector Punctuation | 122 | 4.8% |
| Space Separator | 36 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 446 | |
| t | 396 | |
| o | 339 | |
| r | 274 | |
| s | 202 | |
| a | 179 | |
| i | 145 | 6.1% |
| c | 122 | 5.1% |
| e | 107 | 4.5% |
| p | 80 | 3.4% |
| Other values (3) | 84 | 3.5% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 122 |
Space Separator
| Value | Count | Frequency (%) |
| 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2374 | |
| Common | 158 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 446 | |
| t | 396 | |
| o | 339 | |
| r | 274 | |
| s | 202 | |
| a | 179 | |
| i | 145 | 6.1% |
| c | 122 | 5.1% |
| e | 107 | 4.5% |
| p | 80 | 3.4% |
| Other values (3) | 84 | 3.5% |
Common
| Value | Count | Frequency (%) |
| _ | 122 | |
| 36 | 22.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2532 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 446 | |
| t | 396 | |
| o | 339 | |
| r | 274 | |
| s | 202 | |
| a | 179 | |
| i | 145 | 5.7% |
| _ | 122 | 4.8% |
| c | 122 | 4.8% |
| e | 107 | 4.2% |
| Other values (5) | 200 |
quality_rapport
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 28 |
| Missing (%) | 0.6% |
| Memory size | 278.1 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 6 |
| Mean length | 5.212453409 |
| Min length | 4 |
Characters and Unicode
| Total characters | 23774 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | medium |
|---|---|
| 2nd row | difficult |
| 3rd row | easy |
| 4th row | easy |
| 5th row | medium |
| Value | Count | Frequency (%) |
| medium | 2405 | |
| easy | 2021 | |
| difficult | 121 | 2.7% |
| very_difficult | 9 | 0.2% |
| no_answer | 5 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 4810 | |
| e | 4440 | |
| i | 2665 | |
| d | 2535 | |
| u | 2535 | |
| y | 2030 | |
| a | 2026 | |
| s | 2026 | |
| f | 260 | 1.1% |
| t | 130 | 0.5% |
| Other values (8) | 317 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23760 | |
| Connector Punctuation | 14 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 4810 | |
| e | 4440 | |
| i | 2665 | |
| d | 2535 | |
| u | 2535 | |
| y | 2030 | |
| a | 2026 | |
| s | 2026 | |
| f | 260 | 1.1% |
| t | 130 | 0.5% |
| Other values (7) | 303 | 1.3% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23760 | |
| Common | 14 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 4810 | |
| e | 4440 | |
| i | 2665 | |
| d | 2535 | |
| u | 2535 | |
| y | 2030 | |
| a | 2026 | |
| s | 2026 | |
| f | 260 | 1.1% |
| t | 130 | 0.5% |
| Other values (7) | 303 | 1.3% |
Common
| Value | Count | Frequency (%) |
| _ | 14 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 4810 | |
| e | 4440 | |
| i | 2665 | |
| d | 2535 | |
| u | 2535 | |
| y | 2030 | |
| a | 2026 | |
| s | 2026 | |
| f | 260 | 1.1% |
| t | 130 | 0.5% |
| Other values (8) | 317 | 1.3% |
quality_reliability
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 42 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.149109303 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 36.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.708645606 |
|---|---|
| Coefficient of variation (CV) | 0.1707946343 |
| Kurtosis | -0.1353531028 |
| Mean | 4.149109303 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4404794942 |
| Sum | 18866 |
| Variance | 0.502178595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 4 | 2328 | |
| 5 | 1475 | |
| 3 | 694 | 15.1% |
| 2 | 47 | 1.0% |
| 1 | 3 | 0.1% |
| (Missing) | 42 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.1% |
| 2 | 47 | 1.0% |
| 3 | 694 | 15.1% |
| 4 | 2328 | |
| 5 | 1475 |
| Value | Count | Frequency (%) |
| 5 | 1475 | |
| 4 | 2328 | |
| 3 | 694 | 15.1% |
| 2 | 47 | 1.0% |
| 1 | 3 | 0.1% |